Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 344 |
| Missing cells | 363 |
| Missing cells (%) | 6.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 210.2 KiB |
| Average record size in memory | 625.8 B |
Variable types
| Categorical | 8 |
|---|---|
| Numeric | 7 |
| Text | 1 |
| Boolean | 1 |
Region has constant value "Anvers" | Constant |
Stage has constant value "Adult, 1 Egg Stage" | Constant |
Body Mass (g) is highly overall correlated with Culmen Length (mm) and 3 other fields | High correlation |
Clutch Completion is highly overall correlated with Comments | High correlation |
Comments is highly overall correlated with Clutch Completion and 1 other fields | High correlation |
Culmen Depth (mm) is highly overall correlated with Delta 15 N (o/oo) and 2 other fields | High correlation |
Culmen Length (mm) is highly overall correlated with Body Mass (g) and 2 other fields | High correlation |
Date Egg is highly overall correlated with Island and 3 other fields | High correlation |
Delta 13 C (o/oo) is highly overall correlated with Delta 15 N (o/oo) and 3 other fields | High correlation |
Delta 15 N (o/oo) is highly overall correlated with Body Mass (g) and 4 other fields | High correlation |
Flipper Length (mm) is highly overall correlated with Body Mass (g) and 5 other fields | High correlation |
Island is highly overall correlated with Date Egg and 3 other fields | High correlation |
Sample Number is highly overall correlated with Date Egg and 1 other fields | High correlation |
Species is highly overall correlated with Body Mass (g) and 8 other fields | High correlation |
studyName is highly overall correlated with Date Egg and 2 other fields | High correlation |
Clutch Completion is highly imbalanced (51.6%) | Imbalance |
Sex has 10 (2.9%) missing values | Missing |
Delta 15 N (o/oo) has 14 (4.1%) missing values | Missing |
Delta 13 C (o/oo) has 13 (3.8%) missing values | Missing |
Comments has 318 (92.4%) missing values | Missing |
Reproduction
| Analysis started | 2025-02-09 16:42:22.186411 |
|---|---|
| Analysis finished | 2025-02-09 16:42:32.490540 |
| Duration | 10.3 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
studyName
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.9 KiB |
| PAL0910 | |
|---|---|
| PAL0809 | |
| PAL0708 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PAL0708 |
|---|---|
| 2nd row | PAL0708 |
| 3rd row | PAL0708 |
| 4th row | PAL0708 |
| 5th row | PAL0708 |
Common Values
| Value | Count | Frequency (%) |
| PAL0910 | 120 | |
| PAL0809 | 114 | |
| PAL0708 | 110 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| pal0910 | 120 | |
| pal0809 | 114 | |
| pal0708 | 110 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 688 | |
| P | 344 | |
| A | 344 | |
| L | 344 | |
| 9 | 234 | 9.7% |
| 8 | 224 | 9.3% |
| 1 | 120 | 5.0% |
| 7 | 110 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2408 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 688 | |
| P | 344 | |
| A | 344 | |
| L | 344 | |
| 9 | 234 | 9.7% |
| 8 | 224 | 9.3% |
| 1 | 120 | 5.0% |
| 7 | 110 | 4.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2408 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 688 | |
| P | 344 | |
| A | 344 | |
| L | 344 | |
| 9 | 234 | 9.7% |
| 8 | 224 | 9.3% |
| 1 | 120 | 5.0% |
| 7 | 110 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2408 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 688 | |
| P | 344 | |
| A | 344 | |
| L | 344 | |
| 9 | 234 | 9.7% |
| 8 | 224 | 9.3% |
| 1 | 120 | 5.0% |
| 7 | 110 | 4.6% |
Sample Number
Real number (ℝ)
High correlation
| Distinct | 152 |
|---|---|
| Distinct (%) | 44.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.151163 |
| Minimum | 1 |
|---|---|
| Maximum | 152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6.15 |
| Q1 | 29 |
| median | 58 |
| Q3 | 95.25 |
| 95-th percentile | 134.85 |
| Maximum | 152 |
| Range | 151 |
| Interquartile range (IQR) | 66.25 |
Descriptive statistics
| Standard deviation | 40.430199 |
|---|---|
| Coefficient of variation (CV) | 0.64021306 |
| Kurtosis | -0.9260372 |
| Mean | 63.151163 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 0.35140216 |
| Sum | 21724 |
| Variance | 1634.601 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 3 | 0.9% |
| 45 | 3 | 0.9% |
| 52 | 3 | 0.9% |
| 51 | 3 | 0.9% |
| 50 | 3 | 0.9% |
| 48 | 3 | 0.9% |
| 47 | 3 | 0.9% |
| 46 | 3 | 0.9% |
| 44 | 3 | 0.9% |
| 36 | 3 | 0.9% |
| Other values (142) | 314 |
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 3 | |
| 4 | 3 | |
| 5 | 3 | |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 3 | |
| 9 | 3 | |
| 10 | 3 |
| Value | Count | Frequency (%) |
| 152 | 1 | |
| 151 | 1 | |
| 150 | 1 | |
| 149 | 1 | |
| 148 | 1 | |
| 147 | 1 | |
| 146 | 1 | |
| 145 | 1 | |
| 144 | 1 | |
| 143 | 1 |
Species
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 28.5 KiB |
| Adelie Penguin (Pygoscelis adeliae) | |
|---|---|
| Gentoo penguin (Pygoscelis papua) | |
| Chinstrap penguin (Pygoscelis antarctica) |
Length
| Max length | 41 |
|---|---|
| Median length | 35 |
| Mean length | 35.465116 |
| Min length | 33 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Adelie Penguin (Pygoscelis adeliae) |
|---|---|
| 2nd row | Adelie Penguin (Pygoscelis adeliae) |
| 3rd row | Adelie Penguin (Pygoscelis adeliae) |
| 4th row | Adelie Penguin (Pygoscelis adeliae) |
| 5th row | Adelie Penguin (Pygoscelis adeliae) |
Common Values
| Value | Count | Frequency (%) |
| Adelie Penguin (Pygoscelis adeliae) | 152 | |
| Gentoo penguin (Pygoscelis papua) | 124 | |
| Chinstrap penguin (Pygoscelis antarctica) | 68 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| penguin | 344 | |
| pygoscelis | 344 | |
| adelie | 152 | |
| adeliae | 152 | |
| gentoo | 124 | 9.0% |
| papua | 124 | 9.0% |
| chinstrap | 68 | 4.9% |
| antarctica | 68 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1420 | 11.6% |
| i | 1128 | 9.2% |
| 1032 | 8.5% | |
| n | 948 | 7.8% |
| a | 824 | 6.8% |
| s | 756 | 6.2% |
| g | 688 | 5.6% |
| l | 648 | 5.3% |
| o | 592 | 4.9% |
| p | 508 | 4.2% |
| Other values (13) | 3656 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1420 | 11.6% |
| i | 1128 | 9.2% |
| 1032 | 8.5% | |
| n | 948 | 7.8% |
| a | 824 | 6.8% |
| s | 756 | 6.2% |
| g | 688 | 5.6% |
| l | 648 | 5.3% |
| o | 592 | 4.9% |
| p | 508 | 4.2% |
| Other values (13) | 3656 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1420 | 11.6% |
| i | 1128 | 9.2% |
| 1032 | 8.5% | |
| n | 948 | 7.8% |
| a | 824 | 6.8% |
| s | 756 | 6.2% |
| g | 688 | 5.6% |
| l | 648 | 5.3% |
| o | 592 | 4.9% |
| p | 508 | 4.2% |
| Other values (13) | 3656 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1420 | 11.6% |
| i | 1128 | 9.2% |
| 1032 | 8.5% | |
| n | 948 | 7.8% |
| a | 824 | 6.8% |
| s | 756 | 6.2% |
| g | 688 | 5.6% |
| l | 648 | 5.3% |
| o | 592 | 4.9% |
| p | 508 | 4.2% |
| Other values (13) | 3656 |
Region
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.6 KiB |
| Anvers |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Anvers |
|---|---|
| 2nd row | Anvers |
| 3rd row | Anvers |
| 4th row | Anvers |
| 5th row | Anvers |
Common Values
| Value | Count | Frequency (%) |
| Anvers | 344 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| anvers | 344 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 344 | |
| n | 344 | |
| v | 344 | |
| e | 344 | |
| r | 344 | |
| s | 344 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2064 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 344 | |
| n | 344 | |
| v | 344 | |
| e | 344 | |
| r | 344 | |
| s | 344 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2064 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 344 | |
| n | 344 | |
| v | 344 | |
| e | 344 | |
| r | 344 | |
| s | 344 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2064 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 344 | |
| n | 344 | |
| v | 344 | |
| e | 344 | |
| r | 344 | |
| s | 344 |
Island
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.6 KiB |
| Biscoe | |
|---|---|
| Dream | |
| Torgersen |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.0930233 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Torgersen |
|---|---|
| 2nd row | Torgersen |
| 3rd row | Torgersen |
| 4th row | Torgersen |
| 5th row | Torgersen |
Common Values
| Value | Count | Frequency (%) |
| Biscoe | 168 | |
| Dream | 124 | |
| Torgersen | 52 | 15.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| biscoe | 168 | |
| dream | 124 | |
| torgersen | 52 | 15.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 396 | |
| r | 228 | |
| s | 220 | |
| o | 220 | |
| B | 168 | |
| i | 168 | |
| c | 168 | |
| D | 124 | 5.9% |
| a | 124 | 5.9% |
| m | 124 | 5.9% |
| Other values (3) | 156 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2096 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 396 | |
| r | 228 | |
| s | 220 | |
| o | 220 | |
| B | 168 | |
| i | 168 | |
| c | 168 | |
| D | 124 | 5.9% |
| a | 124 | 5.9% |
| m | 124 | 5.9% |
| Other values (3) | 156 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2096 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 396 | |
| r | 228 | |
| s | 220 | |
| o | 220 | |
| B | 168 | |
| i | 168 | |
| c | 168 | |
| D | 124 | 5.9% |
| a | 124 | 5.9% |
| m | 124 | 5.9% |
| Other values (3) | 156 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2096 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 396 | |
| r | 228 | |
| s | 220 | |
| o | 220 | |
| B | 168 | |
| i | 168 | |
| c | 168 | |
| D | 124 | 5.9% |
| a | 124 | 5.9% |
| m | 124 | 5.9% |
| Other values (3) | 156 | 7.4% |
Stage
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.6 KiB |
| Adult, 1 Egg Stage |
|---|
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Adult, 1 Egg Stage |
|---|---|
| 2nd row | Adult, 1 Egg Stage |
| 3rd row | Adult, 1 Egg Stage |
| 4th row | Adult, 1 Egg Stage |
| 5th row | Adult, 1 Egg Stage |
Common Values
| Value | Count | Frequency (%) |
| Adult, 1 Egg Stage | 344 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| adult | 344 | |
| 1 | 344 | |
| egg | 344 | |
| stage | 344 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1032 | ||
| g | 1032 | |
| t | 688 | |
| A | 344 | 5.6% |
| d | 344 | 5.6% |
| u | 344 | 5.6% |
| l | 344 | 5.6% |
| , | 344 | 5.6% |
| 1 | 344 | 5.6% |
| E | 344 | 5.6% |
| Other values (3) | 1032 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6192 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1032 | ||
| g | 1032 | |
| t | 688 | |
| A | 344 | 5.6% |
| d | 344 | 5.6% |
| u | 344 | 5.6% |
| l | 344 | 5.6% |
| , | 344 | 5.6% |
| 1 | 344 | 5.6% |
| E | 344 | 5.6% |
| Other values (3) | 1032 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6192 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1032 | ||
| g | 1032 | |
| t | 688 | |
| A | 344 | 5.6% |
| d | 344 | 5.6% |
| u | 344 | 5.6% |
| l | 344 | 5.6% |
| , | 344 | 5.6% |
| 1 | 344 | 5.6% |
| E | 344 | 5.6% |
| Other values (3) | 1032 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6192 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1032 | ||
| g | 1032 | |
| t | 688 | |
| A | 344 | 5.6% |
| d | 344 | 5.6% |
| u | 344 | 5.6% |
| l | 344 | 5.6% |
| , | 344 | 5.6% |
| 1 | 344 | 5.6% |
| E | 344 | 5.6% |
| Other values (3) | 1032 |
Individual ID
Text
| Distinct | 190 |
|---|---|
| Distinct (%) | 55.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.2 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.9011628 |
| Min length | 4 |
Unique
| Unique | 76 ? |
|---|---|
| Unique (%) | 22.1% |
Sample
| 1st row | N1A1 |
|---|---|
| 2nd row | N1A2 |
| 3rd row | N2A1 |
| 4th row | N2A2 |
| 5th row | N3A1 |
| Value | Count | Frequency (%) |
| n61a2 | 3 | 0.9% |
| n36a1 | 3 | 0.9% |
| n38a1 | 3 | 0.9% |
| n38a2 | 3 | 0.9% |
| n39a1 | 3 | 0.9% |
| n39a2 | 3 | 0.9% |
| n61a1 | 3 | 0.9% |
| n21a2 | 3 | 0.9% |
| n69a1 | 3 | 0.9% |
| n18a2 | 3 | 0.9% |
| Other values (180) | 314 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 344 | |
| A | 344 | |
| 2 | 260 | |
| 1 | 250 | |
| 3 | 82 | 4.9% |
| 6 | 76 | 4.5% |
| 4 | 70 | 4.2% |
| 8 | 60 | 3.6% |
| 5 | 60 | 3.6% |
| 7 | 58 | 3.4% |
| Other values (2) | 82 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1686 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 344 | |
| A | 344 | |
| 2 | 260 | |
| 1 | 250 | |
| 3 | 82 | 4.9% |
| 6 | 76 | 4.5% |
| 4 | 70 | 4.2% |
| 8 | 60 | 3.6% |
| 5 | 60 | 3.6% |
| 7 | 58 | 3.4% |
| Other values (2) | 82 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1686 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 344 | |
| A | 344 | |
| 2 | 260 | |
| 1 | 250 | |
| 3 | 82 | 4.9% |
| 6 | 76 | 4.5% |
| 4 | 70 | 4.2% |
| 8 | 60 | 3.6% |
| 5 | 60 | 3.6% |
| 7 | 58 | 3.4% |
| Other values (2) | 82 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1686 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 344 | |
| A | 344 | |
| 2 | 260 | |
| 1 | 250 | |
| 3 | 82 | 4.9% |
| 6 | 76 | 4.5% |
| 4 | 70 | 4.2% |
| 8 | 60 | 3.6% |
| 5 | 60 | 3.6% |
| 7 | 58 | 3.4% |
| Other values (2) | 82 | 4.9% |
Clutch Completion
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 476.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 308 | |
| False | 36 | 10.5% |
Date Egg
Categorical
High correlation
| Distinct | 50 |
|---|---|
| Distinct (%) | 14.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.2 KiB |
| 11/27/07 | 18 |
|---|---|
| 11/16/07 | 16 |
| 11/9/08 | 16 |
| 11/18/09 | 14 |
| 11/4/08 | 12 |
| Other values (45) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.7325581 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11/11/07 |
|---|---|
| 2nd row | 11/11/07 |
| 3rd row | 11/16/07 |
| 4th row | 11/16/07 |
| 5th row | 11/16/07 |
Common Values
| Value | Count | Frequency (%) |
| 11/27/07 | 18 | 5.2% |
| 11/16/07 | 16 | 4.7% |
| 11/9/08 | 16 | 4.7% |
| 11/18/09 | 14 | 4.1% |
| 11/4/08 | 12 | 3.5% |
| 11/6/08 | 12 | 3.5% |
| 11/13/08 | 12 | 3.5% |
| 11/21/09 | 12 | 3.5% |
| 11/14/08 | 10 | 2.9% |
| 11/17/09 | 10 | 2.9% |
| Other values (40) | 212 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 11/27/07 | 18 | 5.2% |
| 11/9/08 | 16 | 4.7% |
| 11/16/07 | 16 | 4.7% |
| 11/18/09 | 14 | 4.1% |
| 11/4/08 | 12 | 3.5% |
| 11/6/08 | 12 | 3.5% |
| 11/13/08 | 12 | 3.5% |
| 11/21/09 | 12 | 3.5% |
| 11/16/09 | 10 | 2.9% |
| 11/29/07 | 10 | 2.9% |
| Other values (40) | 212 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 844 | |
| / | 688 | |
| 0 | 364 | |
| 9 | 164 | 6.2% |
| 7 | 154 | 5.8% |
| 2 | 150 | 5.6% |
| 8 | 146 | 5.5% |
| 3 | 46 | 1.7% |
| 6 | 42 | 1.6% |
| 4 | 32 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2660 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 844 | |
| / | 688 | |
| 0 | 364 | |
| 9 | 164 | 6.2% |
| 7 | 154 | 5.8% |
| 2 | 150 | 5.6% |
| 8 | 146 | 5.5% |
| 3 | 46 | 1.7% |
| 6 | 42 | 1.6% |
| 4 | 32 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2660 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 844 | |
| / | 688 | |
| 0 | 364 | |
| 9 | 164 | 6.2% |
| 7 | 154 | 5.8% |
| 2 | 150 | 5.6% |
| 8 | 146 | 5.5% |
| 3 | 46 | 1.7% |
| 6 | 42 | 1.6% |
| 4 | 32 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2660 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 844 | |
| / | 688 | |
| 0 | 364 | |
| 9 | 164 | 6.2% |
| 7 | 154 | 5.8% |
| 2 | 150 | 5.6% |
| 8 | 146 | 5.5% |
| 3 | 46 | 1.7% |
| 6 | 42 | 1.6% |
| 4 | 32 | 1.2% |
Culmen Length (mm)
Real number (ℝ)
High correlation
| Distinct | 164 |
|---|---|
| Distinct (%) | 48.0% |
| Missing | 2 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.92193 |
| Minimum | 32.1 |
|---|---|
| Maximum | 59.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 32.1 |
|---|---|
| 5-th percentile | 35.7 |
| Q1 | 39.225 |
| median | 44.45 |
| Q3 | 48.5 |
| 95-th percentile | 51.995 |
| Maximum | 59.6 |
| Range | 27.5 |
| Interquartile range (IQR) | 9.275 |
Descriptive statistics
| Standard deviation | 5.4595837 |
|---|---|
| Coefficient of variation (CV) | 0.124302 |
| Kurtosis | -0.87602697 |
| Mean | 43.92193 |
| Median Absolute Deviation (MAD) | 4.75 |
| Skewness | 0.053118067 |
| Sum | 15021.3 |
| Variance | 29.807054 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 41.1 | 7 | 2.0% |
| 45.2 | 6 | 1.7% |
| 45.5 | 5 | 1.5% |
| 39.6 | 5 | 1.5% |
| 50.5 | 5 | 1.5% |
| 46.5 | 5 | 1.5% |
| 50 | 5 | 1.5% |
| 37.8 | 5 | 1.5% |
| 46.2 | 5 | 1.5% |
| 46.4 | 4 | 1.2% |
| Other values (154) | 290 |
| Value | Count | Frequency (%) |
| 32.1 | 1 | |
| 33.1 | 1 | |
| 33.5 | 1 | |
| 34 | 1 | |
| 34.1 | 1 | |
| 34.4 | 1 | |
| 34.5 | 1 | |
| 34.6 | 2 | |
| 35 | 2 | |
| 35.1 | 1 |
| Value | Count | Frequency (%) |
| 59.6 | 1 | |
| 58 | 1 | |
| 55.9 | 1 | |
| 55.8 | 1 | |
| 55.1 | 1 | |
| 54.3 | 1 | |
| 54.2 | 1 | |
| 53.5 | 1 | |
| 53.4 | 1 | |
| 52.8 | 1 |
Culmen Depth (mm)
Real number (ℝ)
High correlation
| Distinct | 80 |
|---|---|
| Distinct (%) | 23.4% |
| Missing | 2 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.15117 |
| Minimum | 13.1 |
|---|---|
| Maximum | 21.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 13.1 |
|---|---|
| 5-th percentile | 13.9 |
| Q1 | 15.6 |
| median | 17.3 |
| Q3 | 18.7 |
| 95-th percentile | 20 |
| Maximum | 21.5 |
| Range | 8.4 |
| Interquartile range (IQR) | 3.1 |
Descriptive statistics
| Standard deviation | 1.9747932 |
|---|---|
| Coefficient of variation (CV) | 0.11514044 |
| Kurtosis | -0.90686609 |
| Mean | 17.15117 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | -0.14346463 |
| Sum | 5865.7 |
| Variance | 3.899808 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 17 | 12 | 3.5% |
| 15 | 10 | 2.9% |
| 18.6 | 10 | 2.9% |
| 17.9 | 10 | 2.9% |
| 18.5 | 10 | 2.9% |
| 17.3 | 9 | 2.6% |
| 18.9 | 9 | 2.6% |
| 19 | 9 | 2.6% |
| 17.8 | 9 | 2.6% |
| 18.1 | 9 | 2.6% |
| Other values (70) | 245 |
| Value | Count | Frequency (%) |
| 13.1 | 1 | 0.3% |
| 13.2 | 1 | 0.3% |
| 13.3 | 1 | 0.3% |
| 13.4 | 1 | 0.3% |
| 13.5 | 2 | 0.6% |
| 13.6 | 1 | 0.3% |
| 13.7 | 6 | |
| 13.8 | 4 | |
| 13.9 | 4 | |
| 14 | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 21.5 | 1 | 0.3% |
| 21.2 | 2 | |
| 21.1 | 3 | |
| 20.8 | 1 | 0.3% |
| 20.7 | 3 | |
| 20.6 | 1 | 0.3% |
| 20.5 | 1 | 0.3% |
| 20.3 | 3 | |
| 20.2 | 1 | 0.3% |
| 20.1 | 1 | 0.3% |
Flipper Length (mm)
Real number (ℝ)
High correlation
| Distinct | 55 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 2 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 200.9152 |
| Minimum | 172 |
|---|---|
| Maximum | 231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 172 |
|---|---|
| 5-th percentile | 181 |
| Q1 | 190 |
| median | 197 |
| Q3 | 213 |
| 95-th percentile | 225 |
| Maximum | 231 |
| Range | 59 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 14.061714 |
|---|---|
| Coefficient of variation (CV) | 0.0699883 |
| Kurtosis | -0.98427289 |
| Mean | 200.9152 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.34568183 |
| Sum | 68713 |
| Variance | 197.73179 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 190 | 22 | 6.4% |
| 195 | 17 | 4.9% |
| 187 | 16 | 4.7% |
| 193 | 15 | 4.4% |
| 210 | 14 | 4.1% |
| 191 | 13 | 3.8% |
| 215 | 12 | 3.5% |
| 196 | 10 | 2.9% |
| 197 | 10 | 2.9% |
| 185 | 9 | 2.6% |
| Other values (45) | 204 |
| Value | Count | Frequency (%) |
| 172 | 1 | 0.3% |
| 174 | 1 | 0.3% |
| 176 | 1 | 0.3% |
| 178 | 4 | |
| 179 | 1 | 0.3% |
| 180 | 5 | |
| 181 | 7 | |
| 182 | 3 | |
| 183 | 2 | 0.6% |
| 184 | 7 |
| Value | Count | Frequency (%) |
| 231 | 1 | 0.3% |
| 230 | 7 | |
| 229 | 2 | 0.6% |
| 228 | 4 | |
| 226 | 1 | 0.3% |
| 225 | 4 | |
| 224 | 3 | |
| 223 | 2 | 0.6% |
| 222 | 6 | |
| 221 | 5 |
Body Mass (g)
Real number (ℝ)
High correlation
| Distinct | 94 |
|---|---|
| Distinct (%) | 27.5% |
| Missing | 2 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4201.7544 |
| Minimum | 2700 |
|---|---|
| Maximum | 6300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 2700 |
|---|---|
| 5-th percentile | 3150 |
| Q1 | 3550 |
| median | 4050 |
| Q3 | 4750 |
| 95-th percentile | 5650 |
| Maximum | 6300 |
| Range | 3600 |
| Interquartile range (IQR) | 1200 |
Descriptive statistics
| Standard deviation | 801.95454 |
|---|---|
| Coefficient of variation (CV) | 0.19086183 |
| Kurtosis | -0.71922187 |
| Mean | 4201.7544 |
| Median Absolute Deviation (MAD) | 600 |
| Skewness | 0.47032933 |
| Sum | 1437000 |
| Variance | 643131.08 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3800 | 12 | 3.5% |
| 3700 | 11 | 3.2% |
| 3900 | 10 | 2.9% |
| 3950 | 10 | 2.9% |
| 3550 | 9 | 2.6% |
| 4400 | 8 | 2.3% |
| 4300 | 8 | 2.3% |
| 3450 | 8 | 2.3% |
| 3400 | 8 | 2.3% |
| 3600 | 7 | 2.0% |
| Other values (84) | 251 |
| Value | Count | Frequency (%) |
| 2700 | 1 | 0.3% |
| 2850 | 2 | |
| 2900 | 4 | |
| 2925 | 1 | 0.3% |
| 2975 | 1 | 0.3% |
| 3000 | 2 | |
| 3050 | 4 | |
| 3075 | 1 | 0.3% |
| 3100 | 1 | 0.3% |
| 3150 | 4 |
| Value | Count | Frequency (%) |
| 6300 | 1 | 0.3% |
| 6050 | 1 | 0.3% |
| 6000 | 2 | 0.6% |
| 5950 | 2 | 0.6% |
| 5850 | 3 | |
| 5800 | 2 | 0.6% |
| 5750 | 1 | 0.3% |
| 5700 | 5 | |
| 5650 | 3 | |
| 5600 | 2 | 0.6% |
Sex
Categorical
Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 10 |
| Missing (%) | 2.9% |
| Memory size | 18.3 KiB |
| MALE | |
|---|---|
| FEMALE | |
| . | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9790419 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | MALE |
|---|---|
| 2nd row | FEMALE |
| 3rd row | FEMALE |
| 4th row | FEMALE |
| 5th row | MALE |
Common Values
| Value | Count | Frequency (%) |
| MALE | 168 | |
| FEMALE | 165 | |
| . | 1 | 0.3% |
| (Missing) | 10 | 2.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 168 | |
| female | 165 | |
| 1 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 498 | |
| M | 333 | |
| A | 333 | |
| L | 333 | |
| F | 165 | 9.9% |
| . | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1663 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 498 | |
| M | 333 | |
| A | 333 | |
| L | 333 | |
| F | 165 | 9.9% |
| . | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1663 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 498 | |
| M | 333 | |
| A | 333 | |
| L | 333 | |
| F | 165 | 9.9% |
| . | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1663 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 498 | |
| M | 333 | |
| A | 333 | |
| L | 333 | |
| F | 165 | 9.9% |
| . | 1 | 0.1% |
Delta 15 N (o/oo)
Real number (ℝ)
High correlation Missing
| Distinct | 330 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 14 |
| Missing (%) | 4.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.7333817 |
| Minimum | 7.6322 |
|---|---|
| Maximum | 10.02544 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 7.6322 |
|---|---|
| 5-th percentile | 7.896758 |
| Q1 | 8.29989 |
| median | 8.652405 |
| Q3 | 9.1721225 |
| 95-th percentile | 9.6894235 |
| Maximum | 10.02544 |
| Range | 2.39324 |
| Interquartile range (IQR) | 0.8722325 |
Descriptive statistics
| Standard deviation | 0.55177034 |
|---|---|
| Coefficient of variation (CV) | 0.06317946 |
| Kurtosis | -0.74807738 |
| Mean | 8.7333817 |
| Median Absolute Deviation (MAD) | 0.408565 |
| Skewness | 0.23898106 |
| Sum | 2882.016 |
| Variance | 0.3044505 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.84057 | 1 | 0.3% |
| 7.63884 | 1 | 0.3% |
| 8.07137 | 1 | 0.3% |
| 7.79958 | 1 | 0.3% |
| 7.8208 | 1 | 0.3% |
| 7.77672 | 1 | 0.3% |
| 8.10417 | 1 | 0.3% |
| 8.19579 | 1 | 0.3% |
| 8.1631 | 1 | 0.3% |
| 8.13643 | 1 | 0.3% |
| Other values (320) | 320 | |
| (Missing) | 14 | 4.1% |
| Value | Count | Frequency (%) |
| 7.6322 | 1 | |
| 7.63452 | 1 | |
| 7.63884 | 1 | |
| 7.68528 | 1 | |
| 7.6887 | 1 | |
| 7.69778 | 1 | |
| 7.76843 | 1 | |
| 7.77672 | 1 | |
| 7.79958 | 1 | |
| 7.8208 | 1 |
| Value | Count | Frequency (%) |
| 10.02544 | 1 | |
| 10.02372 | 1 | |
| 10.02019 | 1 | |
| 9.98044 | 1 | |
| 9.93727 | 1 | |
| 9.88809 | 1 | |
| 9.8059 | 1 | |
| 9.80589 | 1 | |
| 9.79532 | 1 | |
| 9.77528 | 1 |
Delta 13 C (o/oo)
Real number (ℝ)
High correlation Missing
| Distinct | 331 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 13 |
| Missing (%) | 3.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -25.686292 |
| Minimum | -27.01854 |
|---|---|
| Maximum | -23.78767 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 331 |
| Negative (%) | 96.2% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | -27.01854 |
|---|---|
| 5-th percentile | -26.790055 |
| Q1 | -26.320305 |
| median | -25.83352 |
| Q3 | -25.06205 |
| 95-th percentile | -24.36166 |
| Maximum | -23.78767 |
| Range | 3.23087 |
| Interquartile range (IQR) | 1.258255 |
Descriptive statistics
| Standard deviation | 0.79396121 |
|---|---|
| Coefficient of variation (CV) | -0.03090992 |
| Kurtosis | -1.0304631 |
| Mean | -25.686292 |
| Median Absolute Deviation (MAD) | 0.60688 |
| Skewness | 0.33778125 |
| Sum | -8502.1625 |
| Variance | 0.6303744 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -25.37899 | 1 | 0.3% |
| -25.52627 | 1 | 0.3% |
| -25.52473 | 1 | 0.3% |
| -25.62618 | 1 | 0.3% |
| -25.48025 | 1 | 0.3% |
| -25.4168 | 1 | 0.3% |
| -25.50562 | 1 | 0.3% |
| -25.3933 | 1 | 0.3% |
| -25.38017 | 1 | 0.3% |
| -25.32176 | 1 | 0.3% |
| Other values (321) | 321 | |
| (Missing) | 13 | 3.8% |
| Value | Count | Frequency (%) |
| -27.01854 | 1 | |
| -26.9547 | 1 | |
| -26.89644 | 1 | |
| -26.86485 | 1 | |
| -26.86352 | 1 | |
| -26.86127 | 1 | |
| -26.84506 | 1 | |
| -26.84415 | 1 | |
| -26.84374 | 1 | |
| -26.84272 | 1 |
| Value | Count | Frequency (%) |
| -23.78767 | 1 | |
| -23.89017 | 1 | |
| -23.90309 | 1 | |
| -24.10255 | 1 | |
| -24.16566 | 1 | |
| -24.17282 | 1 | |
| -24.23592 | 1 | |
| -24.25255 | 1 | |
| -24.26375 | 1 | |
| -24.29229 | 1 |
Comments
Categorical
High correlation Missing
| Distinct | 7 |
|---|---|
| Distinct (%) | 26.9% |
| Missing | 318 |
| Missing (%) | 92.4% |
| Memory size | 19.7 KiB |
| Nest never observed with full clutch. | |
|---|---|
| Not enough blood for isotopes. | |
| No blood sample obtained. | |
| No blood sample obtained for sexing. | |
| Adult not sampled. | 1 |
| Other values (2) |
Length
| Max length | 68 |
|---|---|
| Median length | 65 |
| Mean length | 35.807692 |
| Min length | 18 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 11.5% |
Sample
| 1st row | Not enough blood for isotopes. |
|---|---|
| 2nd row | Adult not sampled. |
| 3rd row | Nest never observed with full clutch. |
| 4th row | Nest never observed with full clutch. |
| 5th row | No blood sample obtained. |
Common Values
| Value | Count | Frequency (%) |
| Nest never observed with full clutch. | 13 | 3.8% |
| Not enough blood for isotopes. | 6 | 1.7% |
| No blood sample obtained. | 2 | 0.6% |
| No blood sample obtained for sexing. | 2 | 0.6% |
| Adult not sampled. | 1 | 0.3% |
| Nest never observed with full clutch. Not enough blood for isotopes. | 1 | 0.3% |
| Sexing primers did not amplify. Not enough blood for isotopes. | 1 | 0.3% |
| (Missing) | 318 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| nest | 14 | |
| observed | 14 | |
| with | 14 | |
| full | 14 | |
| clutch | 14 | |
| never | 14 | |
| blood | 12 | |
| for | 10 | 6.6% |
| not | 10 | 6.6% |
| isotopes | 8 | 5.3% |
| Other values (10) | 28 |
Most occurring characters
| Value | Count | Frequency (%) |
| 126 | ||
| e | 99 | 10.6% |
| o | 90 | 9.7% |
| t | 65 | 7.0% |
| l | 61 | 6.6% |
| s | 52 | 5.6% |
| r | 40 | 4.3% |
| u | 37 | 4.0% |
| h | 36 | 3.9% |
| d | 34 | 3.7% |
| Other values (17) | 291 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 931 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 126 | ||
| e | 99 | 10.6% |
| o | 90 | 9.7% |
| t | 65 | 7.0% |
| l | 61 | 6.6% |
| s | 52 | 5.6% |
| r | 40 | 4.3% |
| u | 37 | 4.0% |
| h | 36 | 3.9% |
| d | 34 | 3.7% |
| Other values (17) | 291 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 931 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 126 | ||
| e | 99 | 10.6% |
| o | 90 | 9.7% |
| t | 65 | 7.0% |
| l | 61 | 6.6% |
| s | 52 | 5.6% |
| r | 40 | 4.3% |
| u | 37 | 4.0% |
| h | 36 | 3.9% |
| d | 34 | 3.7% |
| Other values (17) | 291 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 931 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 126 | ||
| e | 99 | 10.6% |
| o | 90 | 9.7% |
| t | 65 | 7.0% |
| l | 61 | 6.6% |
| s | 52 | 5.6% |
| r | 40 | 4.3% |
| u | 37 | 4.0% |
| h | 36 | 3.9% |
| d | 34 | 3.7% |
| Other values (17) | 291 |
Interactions
Correlations
| Body Mass (g) | Clutch Completion | Comments | Culmen Depth (mm) | Culmen Length (mm) | Date Egg | Delta 13 C (o/oo) | Delta 15 N (o/oo) | Flipper Length (mm) | Island | Sample Number | Sex | Species | studyName | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Body Mass (g) | 1.000 | 0.054 | 0.336 | -0.432 | 0.584 | 0.027 | -0.387 | -0.554 | 0.840 | 0.456 | 0.009 | 0.421 | 0.605 | 0.000 |
| Clutch Completion | 0.054 | 1.000 | 0.890 | 0.200 | 0.000 | 0.348 | 0.096 | 0.162 | 0.071 | 0.123 | 0.151 | 0.000 | 0.151 | 0.051 |
| Comments | 0.336 | 0.890 | 1.000 | 0.166 | 0.242 | 0.173 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| Culmen Depth (mm) | -0.432 | 0.200 | 0.166 | 1.000 | -0.222 | 0.182 | 0.431 | 0.616 | -0.523 | 0.484 | -0.050 | 0.414 | 0.635 | 0.107 |
| Culmen Length (mm) | 0.584 | 0.000 | 0.242 | -0.222 | 1.000 | 0.238 | 0.150 | -0.094 | 0.673 | 0.324 | -0.213 | 0.362 | 0.650 | 0.117 |
| Date Egg | 0.027 | 0.348 | 0.173 | 0.182 | 0.238 | 1.000 | 0.457 | 0.350 | 0.266 | 0.684 | 0.562 | 0.000 | 0.761 | 0.929 |
| Delta 13 C (o/oo) | -0.387 | 0.096 | 0.000 | 0.431 | 0.150 | 0.457 | 1.000 | 0.545 | -0.356 | 0.502 | -0.495 | 0.000 | 0.690 | 0.633 |
| Delta 15 N (o/oo) | -0.554 | 0.162 | 0.000 | 0.616 | -0.094 | 0.350 | 0.545 | 1.000 | -0.500 | 0.473 | 0.009 | 0.071 | 0.610 | 0.304 |
| Flipper Length (mm) | 0.840 | 0.071 | 0.000 | -0.523 | 0.673 | 0.266 | -0.356 | -0.500 | 1.000 | 0.501 | 0.060 | 0.314 | 0.701 | 0.219 |
| Island | 0.456 | 0.123 | 0.000 | 0.484 | 0.324 | 0.684 | 0.502 | 0.473 | 0.501 | 1.000 | 0.416 | 0.000 | 0.657 | 0.058 |
| Sample Number | 0.009 | 0.151 | 0.000 | -0.050 | -0.213 | 0.562 | -0.495 | 0.009 | 0.060 | 0.416 | 1.000 | 0.000 | 0.296 | 0.750 |
| Sex | 0.421 | 0.000 | 0.000 | 0.414 | 0.362 | 0.000 | 0.000 | 0.071 | 0.314 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| Species | 0.605 | 0.151 | 1.000 | 0.635 | 0.650 | 0.761 | 0.690 | 0.610 | 0.701 | 0.657 | 0.296 | 0.000 | 1.000 | 0.000 |
| studyName | 0.000 | 0.051 | 0.000 | 0.107 | 0.117 | 0.929 | 0.633 | 0.304 | 0.219 | 0.058 | 0.750 | 0.000 | 0.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| studyName | Sample Number | Species | Region | Island | Stage | Individual ID | Clutch Completion | Date Egg | Culmen Length (mm) | Culmen Depth (mm) | Flipper Length (mm) | Body Mass (g) | Sex | Delta 15 N (o/oo) | Delta 13 C (o/oo) | Comments | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | PAL0708 | 1 | Adelie Penguin (Pygoscelis adeliae) | Anvers | Torgersen | Adult, 1 Egg Stage | N1A1 | Yes | 11/11/07 | 39.1 | 18.7 | 181.0 | 3750.0 | MALE | NaN | NaN | Not enough blood for isotopes. |
| 1 | PAL0708 | 2 | Adelie Penguin (Pygoscelis adeliae) | Anvers | Torgersen | Adult, 1 Egg Stage | N1A2 | Yes | 11/11/07 | 39.5 | 17.4 | 186.0 | 3800.0 | FEMALE | 8.94956 | -24.69454 | NaN |
| 2 | PAL0708 | 3 | Adelie Penguin (Pygoscelis adeliae) | Anvers | Torgersen | Adult, 1 Egg Stage | N2A1 | Yes | 11/16/07 | 40.3 | 18.0 | 195.0 | 3250.0 | FEMALE | 8.36821 | -25.33302 | NaN |
| 3 | PAL0708 | 4 | Adelie Penguin (Pygoscelis adeliae) | Anvers | Torgersen | Adult, 1 Egg Stage | N2A2 | Yes | 11/16/07 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Adult not sampled. |
| 4 | PAL0708 | 5 | Adelie Penguin (Pygoscelis adeliae) | Anvers | Torgersen | Adult, 1 Egg Stage | N3A1 | Yes | 11/16/07 | 36.7 | 19.3 | 193.0 | 3450.0 | FEMALE | 8.76651 | -25.32426 | NaN |
| 5 | PAL0708 | 6 | Adelie Penguin (Pygoscelis adeliae) | Anvers | Torgersen | Adult, 1 Egg Stage | N3A2 | Yes | 11/16/07 | 39.3 | 20.6 | 190.0 | 3650.0 | MALE | 8.66496 | -25.29805 | NaN |
| 6 | PAL0708 | 7 | Adelie Penguin (Pygoscelis adeliae) | Anvers | Torgersen | Adult, 1 Egg Stage | N4A1 | No | 11/15/07 | 38.9 | 17.8 | 181.0 | 3625.0 | FEMALE | 9.18718 | -25.21799 | Nest never observed with full clutch. |
| 7 | PAL0708 | 8 | Adelie Penguin (Pygoscelis adeliae) | Anvers | Torgersen | Adult, 1 Egg Stage | N4A2 | No | 11/15/07 | 39.2 | 19.6 | 195.0 | 4675.0 | MALE | 9.46060 | -24.89958 | Nest never observed with full clutch. |
| 8 | PAL0708 | 9 | Adelie Penguin (Pygoscelis adeliae) | Anvers | Torgersen | Adult, 1 Egg Stage | N5A1 | Yes | 11/9/07 | 34.1 | 18.1 | 193.0 | 3475.0 | NaN | NaN | NaN | No blood sample obtained. |
| 9 | PAL0708 | 10 | Adelie Penguin (Pygoscelis adeliae) | Anvers | Torgersen | Adult, 1 Egg Stage | N5A2 | Yes | 11/9/07 | 42.0 | 20.2 | 190.0 | 4250.0 | NaN | 9.13362 | -25.09368 | No blood sample obtained for sexing. |
| studyName | Sample Number | Species | Region | Island | Stage | Individual ID | Clutch Completion | Date Egg | Culmen Length (mm) | Culmen Depth (mm) | Flipper Length (mm) | Body Mass (g) | Sex | Delta 15 N (o/oo) | Delta 13 C (o/oo) | Comments | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 334 | PAL0910 | 115 | Gentoo penguin (Pygoscelis papua) | Anvers | Biscoe | Adult, 1 Egg Stage | N35A1 | Yes | 11/25/09 | 46.2 | 14.1 | 217.0 | 4375.0 | FEMALE | 8.30231 | -25.96013 | NaN |
| 335 | PAL0910 | 116 | Gentoo penguin (Pygoscelis papua) | Anvers | Biscoe | Adult, 1 Egg Stage | N35A2 | Yes | 11/25/09 | 55.1 | 16.0 | 230.0 | 5850.0 | MALE | 8.08354 | -26.18161 | NaN |
| 336 | PAL0910 | 117 | Gentoo penguin (Pygoscelis papua) | Anvers | Biscoe | Adult, 1 Egg Stage | N36A1 | Yes | 12/1/09 | 44.5 | 15.7 | 217.0 | 4875.0 | . | 8.04111 | -26.18444 | NaN |
| 337 | PAL0910 | 118 | Gentoo penguin (Pygoscelis papua) | Anvers | Biscoe | Adult, 1 Egg Stage | N36A2 | Yes | 12/1/09 | 48.8 | 16.2 | 222.0 | 6000.0 | MALE | 8.33825 | -25.88547 | NaN |
| 338 | PAL0910 | 119 | Gentoo penguin (Pygoscelis papua) | Anvers | Biscoe | Adult, 1 Egg Stage | N38A1 | No | 12/1/09 | 47.2 | 13.7 | 214.0 | 4925.0 | FEMALE | 7.99184 | -26.20538 | NaN |
| 339 | PAL0910 | 120 | Gentoo penguin (Pygoscelis papua) | Anvers | Biscoe | Adult, 1 Egg Stage | N38A2 | No | 12/1/09 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 340 | PAL0910 | 121 | Gentoo penguin (Pygoscelis papua) | Anvers | Biscoe | Adult, 1 Egg Stage | N39A1 | Yes | 11/22/09 | 46.8 | 14.3 | 215.0 | 4850.0 | FEMALE | 8.41151 | -26.13832 | NaN |
| 341 | PAL0910 | 122 | Gentoo penguin (Pygoscelis papua) | Anvers | Biscoe | Adult, 1 Egg Stage | N39A2 | Yes | 11/22/09 | 50.4 | 15.7 | 222.0 | 5750.0 | MALE | 8.30166 | -26.04117 | NaN |
| 342 | PAL0910 | 123 | Gentoo penguin (Pygoscelis papua) | Anvers | Biscoe | Adult, 1 Egg Stage | N43A1 | Yes | 11/22/09 | 45.2 | 14.8 | 212.0 | 5200.0 | FEMALE | 8.24246 | -26.11969 | NaN |
| 343 | PAL0910 | 124 | Gentoo penguin (Pygoscelis papua) | Anvers | Biscoe | Adult, 1 Egg Stage | N43A2 | Yes | 11/22/09 | 49.9 | 16.1 | 213.0 | 5400.0 | MALE | 8.36390 | -26.15531 | NaN |